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ResearchFormerly WizWand

Image Denoising on BSD68 σ=50

28.41PSNRDVANet
20.97422.904524.83526.7655Jan 24, 2024Jun 17, 2024Nov 10, 2024Apr 5, 2025Aug 29, 2025Jan 22, 2026Jun 17, 2026
Updated 4mo ago

Evaluation results

MethodLinks
DVANetVenue=Ours2026.0628.41—
Ours OHvariant=OH2024.1128.2580.4
Ours SWvariant=SW2024.1128.2280.3
AdaIR2024.1128.1980.2
MoCE-IRVenue=CVPR’252026.0628.07—
PromptIRParameters=36M2024.0528.0679.9
PromptIR2024.1128.0679.9
DFPIRVenue=CVPR’252026.0628.05—
AirNetModel Type=All-in-one2024.012879.74
AirNetParameters=9M2024.052879.7
DaAIRParameters=6M2024.052879.2
AirNet2024.112879.7
U-WADNModel Type=All-in-one2024.0127.9279.32
Restormer2024.1127.979.4
DCPTVenue=ICLR’252026.0627.86—
DA-CLIPVenue=ICLR’242026.0627.85—
RAMVenue=ECCV’242026.0627.8—
NAFNetVenue=ECCV’222026.0627.73—
MPRNetModel Type=All-in-one2024.0127.5677.92
MPRNetParameters=16M2024.0527.5677.9
MPRNet2024.1127.5677.9
SwinIRVenue=ICCV’212026.0627.13—
IR-SDEVenue=ICML’232026.0626.98—
DLModel Type=All-in-one2024.0126.974.01
DLParameters=2M2024.0526.974
DL2024.1126.974
DiffUIRVenue=CVPR’242026.0626.63—
FDGANModel Type=All-in-one2024.0126.4377.57
FDGAN2024.0526.4377.6
BRDNetModel Type=All-in-one2024.0126.3469.34
BRDNet2024.0526.3469.3
DA-RCOTVenue=TPAMI’252026.0625.95—
LPNetModel Type=All-in-one2024.0121.2655.22
LPNet2024.0521.2655.2